| Applied Mathematics [3] | Manifold learning with sparse regularised optimal transport |
4:00pm -
DL 220
|
In this talk, we discuss a method for manifold learning that relies on a symmetric version of the optimal transport problem with a quadratic regularisation. We show that the solution of such a problem yields a sparse and adaptive affinity matrix that can be interpreted as a generalisation of the bistochastic kernel normalisation. We prove that the resulting kernel is consistent with a Laplace-type operator in the continuous limit, discuss geometric interpretations and establish robustness to heteroskedastic noise. The performance on certain simulated and real data examples will be shown. Some open questions will be raised across the talk. |
| Applied Mathematics [3] | Laplacian Pyramids Multi-scale Regression with Applications |
3:00pm -
LOM 206
|
Regression methods provide a simple mechanism for evaluating empirical functions over scattered data points, allowing to forecast future values. In particular, kernel-based regressions, such as the Nadaraya-Watson estimator are suitable for cases in which the relationship between the data points and the function is not linear. Successive applications of the Nadarya-Watson estimator, also known as Laplacian Pyramids model or iterative bias reduction, yield a multiscale model that generates a smoothed version of a function by using Gaussian kernels to smooth the residuals. In this talk, I will review some recent extensions of this regression for spatio-temporal forecasting and bio-medical applications.
|
| Colloquium [4] | Postdoc Intro Talks |
4:00pm -
KT 219
|
Ebru Toprak: Hydrogenic ions and dispersion Subhadip Dey: Anosov subgroups of semisimple Lie groups Nick Ovenhouse: Laurent Phenomenon for Cluster Algebras and Cluster Superalgebras Gurbir Dhillon: Character formulas, old and new |
| Graduate Learning Seminar [5] | Learning seminar on D-modules |
4:00pm -
Prospect 204, B-02
|
This is the second meeting of the seminar. |
| Group Actions, Geometry and Dynamics [6] | The space of characters, its dynamics, and applications to arithmetic groups. |
4:00pm -
KT801
|
To any group G we associate the space Ch(G) of all characters on G. After defining this space and discussing its interesting properties, I’ll turn to discuss dynamics on such spaces. Our main result is that the action of any arithmetic group on the character space of its amenable/solvable radical is stiff, i.e., any probability measure which is stationary under random walks must be invariant. This generalizes a classical theorem of Furstenberg for dynamics on tori. Relying on works of Bader, Boutonnet, Houdayer, and Peterson, this stiffness result is used to deduce dichotomy statements (and ‘charmenability’) for (not necessarily semi-simple) higher rank arithmetic groups pertaining to their normal subgroups, dynamical systems, representation theory and more. The talk is based on a joint work with Uri Bader. |
| Analysis [7] | Pointwise estimate on Coulomb waves |
4:15pm -
Kl 201
|
| Friday Morning Seminar [8] | Friday Morning Seminar |
10:00am -
809 Commons
|
A relaxed-pace seminar on impromptu subjects related to the interests of the audience. Everyone is welcome. The subjects are geometry, probability, combinatorics, dynamics, and more! |
| Geometric Analysis and Application [9] | Flexible Smooth Immersions of Cylinders in R^3 |
2:00pm -
KT 906
|
Abstract: Given a smooth surface in Euclidean 3-space, a classical question in differential geometry asks whether the surface can be continuously deformed through a smooth, nontrivial family of isometric surfaces. If such a family exists and does not arise from rigid motions of R^3, then the surface is said to be flexible. An old conjecture asserts that flexible, smooth closed surfaces do not exist. In this talk, we survey this question and the general uniqueness problem for isometric immersions. We then present new examples of flexible, smooth immersed cylinders in R^3 which are neither flat nor minimal. We conclude with a discussion of potential approaches to the construction of flexible, smooth closed surfaces. These results are part of upcoming work with Andrew Sageman-Furnas. |
Links
[1] https://calendar.math.yale.edu/list/calendar/grid/week/abstract/2023-W37
[2] https://calendar.math.yale.edu/list/calendar/grid/week/abstract/2023-W39
[3] https://calendar.math.yale.edu/seminars/applied-mathematics
[4] https://calendar.math.yale.edu/seminars/colloquium
[5] https://calendar.math.yale.edu/seminars/graduate-learning-seminar
[6] https://calendar.math.yale.edu/seminars/group-actions-geometry-and-dynamics
[7] https://calendar.math.yale.edu/seminars/analysis
[8] https://calendar.math.yale.edu/seminars/friday-morning-seminar
[9] https://calendar.math.yale.edu/seminars/geometric-analysis-and-application